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Refusal Evaluation on WildGuard Harmful

84.35Refusal RateLow-Rank Combination
58.006864.845971.68578.5241Mar 9, 2026

Evaluation results

MethodLinks
Low-Rank CombinationBackbone=DEEPSEEK R1 DISTILL LLAMA, Method=Low-Rank Combination2026.0384.35
DEEPSEEK R1 DISTILL LLAMABackbone=DEEPSEEK R1 DISTILL LLAMA2026.0377.72
Categorical SteeringBackbone=REFUSE-LLAMA, Method=Categorical Steering2026.0377.19
Low-Rank CombinationBackbone=LLAMA 3 8B INSTRUCT, Method=Low-Rank Combination2026.0374.27
Low-Rank CombinationBackbone=REFUSE-LLAMA, Method=Low-Rank Combination2026.0373.87
LLAMA 3 8B INSTRUCTBackbone=LLAMA 3 8B INSTRUCT2026.0373.74
REFUSE-LLAMABackbone=REFUSE-LLAMA2026.0359.02